Growing purple sage plants is great because they require such little care. Used to desert conditions (lending to its other common name – desert sage), they are very drought resistant and actually prefer sandy or even rocky soil. Because of this, the most likely reason for a purple sage plant to fail is that the growing conditions are too rich.